IDEAS home Printed from https://ideas.repec.org/p/ags/aaea16/236342.html
   My bibliography  Save this paper

Agricultural Production, Weather Variability, and Technical Change: 40 Years of Evidence from Indi

Author

Listed:
  • Michler, Jeffrey
  • Shively, Gerald

Abstract

We pose the simple question: how large of a role does the weather play in determining variability of agricultural production in India? Despite the long standing interest in agricultural economics of estimating the effect of weather on crop output, few quantitative measures of impact exist. We use a long panel of parcel level data from six villages in India that covers $44$ seasons from 1976 to 2011. Estimation the impact of weather variability on yield is complicated by the role of technological change over this period. In our descriptive analysis we generate several stylized facts about how agricultural production in the subcontinent has changed over the last $40$ years. Most importantly, mean yields have increased and the variance in crop production, measured relative to the mean, has decreased. In a regression context, using a multilevel model, we find strong evidence of technical change and that weather variability makes up only a small share of total variability in yield. We conclude that Green Revolution technologies have reduced the amount of weather related risk faced by farmers, even when we account for greater amounts of variation in weather due to climate change

Suggested Citation

  • Michler, Jeffrey & Shively, Gerald, 2016. "Agricultural Production, Weather Variability, and Technical Change: 40 Years of Evidence from Indi," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236342, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea16:236342
    DOI: 10.22004/ag.econ.236342
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/236342/files/Michler_Shively_AAEA.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.236342?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    2. S. Viswanathan & Adriano Rampini, 2013. "Household risk management," 2013 Meeting Papers 647, Society for Economic Dynamics.
    3. Rosenzweig, Mark R & Wolpin, Kenneth I, 1993. "Credit Market Constraints, Consumption Smoothing, and the Accumulation of Durable Production Assets in Low-Income Countries: Investment in Bullocks in India," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 223-244, April.
    4. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    5. Barry J. Barnett & Olivier Mahul, 2007. "Weather Index Insurance for Agriculture and Rural Areas in Lower-Income Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1241-1247.
    6. Michler, Jeffrey D. & Viens, Frederi & Shively, Gerald, 2015. "Risk, Agricultural Production, and Weahter Index Insurance in Village South Asia," 2015 Conference, August 9-14, 2015, Milan, Italy 212460, International Association of Agricultural Economists.
    7. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    8. Shawn Cole & Daniel Stein & Jeremy Tobacman, 2014. "Dynamics of Demand for Index Insurance: Evidence from a Long-Run Field Experiment," American Economic Review, American Economic Association, vol. 104(5), pages 284-290, May.
    9. Xavier Giné & Robert Townsend & James Vickery, 2007. "Statistical Analysis of Rainfall Insurance Payouts in Southern India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1248-1254.
    10. Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
    11. Lawrence H. Shaw, 1964. "The Effect of Weather on Agricultural Output: A Look at Methodology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 46(1), pages 218-230.
    12. Bernard Oury, 1965. "Allowing for Weather in Crop Production Model Building," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 47(2), pages 270-283.
    13. Xavier Giné & Robert Townsend & James Vickery, 2008. "Patterns of Rainfall Insurance Participation in Rural India," The World Bank Economic Review, World Bank, vol. 22(3), pages 539-566, October.
    14. Stein, Daniel, 2014. "Dynamics of demand for rainfall index insurance : evidence from a commercial product in India," Policy Research Working Paper Series 7035, The World Bank.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pratap S. Birthal & Jaweriah Hazrana & Digvijay S. Negi, 2019. "A multilevel analysis of drought risk in Indian agriculture: implications for managing risk at different geographical levels," Climatic Change, Springer, vol. 157(3), pages 499-513, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jeffrey D. Michler & Frederi G. Viens & Gerald E. Shively, 2021. "Risk, Agricultural Production, and Weather Index Insurance in Village India," Papers 2103.11047, arXiv.org.
    2. Ayako Matsuda & Takashi Kurosaki, 2017. "Temperature and Rainfall Index Insurance in India," OSIPP Discussion Paper 17E002, Osaka School of International Public Policy, Osaka University.
    3. Michler, Jeffrey D. & Viens, Frederi G. & Shively, Gerald E., 2015. "Risk, Agricultural Production, and Weather Index Insurance in Village South Asia," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205297, Agricultural and Applied Economics Association.
    4. Shawn Cole & Xavier Giné & James Vickery, 2017. "How Does Risk Management Influence Production Decisions? Evidence from a Field Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 1935-1970.
    5. Barnett, Barry J. & Barrett, Christopher B. & Skees, Jerry R., 2008. "Poverty Traps and Index-Based Risk Transfer Products," World Development, Elsevier, vol. 36(10), pages 1766-1785, October.
    6. Michael King & Anuj Pratab Singh, 2018. "Understanding farmers' valuation of agricultural insurance: Evidence from Vietnam," WIDER Working Paper Series wp-2018-93, World Institute for Development Economic Research (UNU-WIDER).
    7. Anuj Singh & Michael King, 2018. "Understanding farmers’ valuation of agricultural insurance: Evidence from Vietnam," WIDER Working Paper Series 93, World Institute for Development Economic Research (UNU-WIDER).
    8. Glenn W. Harrison & Jia Min Ng, 2019. "Behavioral insurance and economic theory: A literature review," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 22(2), pages 133-182, July.
    9. Mobarak, A. Mushfiq & Rosenzweig, Mark R., 2012. "Selling formal Insurance to the Informally Insured," Center Discussion Papers 121671, Yale University, Economic Growth Center.
    10. Shukri Ahmed & Craig McIntosh & Alexandros Sarris, 2020. "The Impact of Commercial Rainfall Index Insurance: Experimental Evidence from Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1154-1176, August.
    11. Antoine Leblois & Philippe Quirion, 2013. "Agricultural insurances based on meteorological indices: realizations, methods and research challenges," Post-Print hal-00656778, HAL.
    12. Takahashi, Kazushi & Ikegami, Munenobu & Sheahan, Megan & Barrett, Christopher B., 2014. "Quasi-experimental evidence on the drivers of index-based livestock insurance demand in Southern Ethiopia," IDE Discussion Papers 480, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    13. Antoine Leblois & Philippe Quirion & Benjamin Sultan, 2013. "Price vs. weather shock hedging for cash crops: ex ante evaluation for cotton producers in Cameroon," Working Papers hal-00796528, HAL.
    14. Newman, Carol & Tarp, Finn, 2020. "Shocks and agricultural investment decisions," Food Policy, Elsevier, vol. 94(C).
    15. Awondo, Sebastain N. & Octavio, Ramirez & Colson, Gregory & Kostandini, Genti & Fonsah, Esendugue, 2015. "Self-Protection from Weather Risk using Improved Maize Varieties or Off-Farm Income and the Propensity for Insurance," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 206226, Agricultural and Applied Economics Association.
    16. Anita Mukherjee & Shawn Cole & Jeremy Tobacman, 2021. "Targeting weather insurance markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(3), pages 757-784, September.
    17. Matsuda, Ayako & Kurosaki, Takashi & Sawada, Yasuyuki, 2013. "Rainfall and Temperature Index Insurance in India: Project Documentation," PRIMCED Discussion Paper Series 34, Institute of Economic Research, Hitotsubashi University.
    18. Negi, Digvijay S., 2018. "Tail-dependent Rainfall Risk and Demand for Index based Crop Insurance," 2018 Annual Meeting, August 5-7, Washington, D.C. 274481, Agricultural and Applied Economics Association.
    19. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    20. Hill, Ruth Vargas & Kumar, Neha & Magnan, Nicholas & Makhija, Simrin & de Nicola, Francesca & Spielman, David J. & Ward, Patrick S., 2019. "Ex ante and ex post effects of hybrid index insurance in Bangladesh," Journal of Development Economics, Elsevier, vol. 136(C), pages 1-17.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaea16:236342. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.